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Ai Bioimaging For Cells Internship | NTHRYS | Research Oriented

Deliver a reproducible imaging pipeline with QC and interpretable outputs for scientists

>> Ai Bioimaging For Cells Internship | NTHRYS | Research Oriented

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Ai Bioimaging For Cells Internships at NTHRYS

Apply AI to cell images from microscopy to segment cells, quantify phenotypes, and detect perturbation effects. Train models with careful annotation strategy and evaluate generalization across batches and instruments. Deliver a reproducible imaging pipeline with QC and interpretable outputs for scientists.

Focused Areas

Choose any one

  1. Review of cell imaging modalities and contrast mechanisms
  2. Image acquisition protocol optimization for reproducibility
  3. Illumination correction and normalization methods comparison
  4. Segmentation algorithm benchmarking on labeled cell images
  5. Cell counting accuracy study vs manual ground truth
  6. Confluence estimation model evaluation and error analysis
  7. Feature extraction plan for morphology and texture metrics
  8. Dimensionality reduction and clustering of cell phenotypes
  9. Batch effect detection across plates and imaging sessions
  10. Data augmentation strategies for limited cell image datasets
  11. Active learning design for efficient annotation workflows
  12. Labeling guidelines and inter-annotator agreement study
  13. Cross-validation design to prevent leakage in imaging
  14. Uncertainty estimation for cell classification predictions
  15. Explainability methods for image-based decisions
  16. Time-lapse analysis workflow for cell motion tracking
  17. Cell cycle stage classification literature review
  18. Apoptosis detection imaging assay design and controls
  19. Contamination detection approach review and benchmarking
  20. Comparative analysis of classical vs deep vision models
  21. Quality control metrics for image focus and artifacts
  22. Automated artifact detection and exclusion pipeline design
  23. Statistical power analysis for imaging experiments
  24. Handling missing frames in time-lapse sequences methods
  25. Reproducibility checklist for imaging and analysis pipelines
  26. Protocol documentation and version control for analysis code
  27. Visualization templates for phenotype distributions
  28. Benchmarking public cell imaging datasets for performance
  29. Multi-label classification study design for complex phenotypes
  30. Transfer learning evaluation across cell types and instruments
  31. Domain shift detection methods for imaging models
  32. Drift monitoring design for long-running imaging projects
  33. Integration of imaging features with omics metadata plan
  34. Correlation analysis between imaging and functional assays
  35. Trajectory inference for phenotype changes over treatment
  36. Drug response phenotyping using imaging-based profiles
  37. Assay robustness testing across operators and days
  38. Calibration sample design for imaging system checks
  39. Noise modeling and denoising method comparison
  40. Manuscript-style writing for an imaging study
  41. Poster-ready figures for segmentation and phenotype results
  42. Open dataset packaging with derived features and metadata
  43. Mini-review draft on AI in cellular imaging
  44. Ethics and privacy considerations for patient-derived images
  45. Creating a reproducible notebook for imaging analysis
  46. Comparative study plan for fluorescent vs label-free imaging
  47. Benchmark set creation for internal segmentation evaluation
  48. Statistical tests selection guide for imaging comparisons
  49. Presentation deck summarizing imaging workflow and findings
Note: Interns get complete handson exposure to all steps in the allocated methodology.
For more details, please visit: NTHRYS Internship Program Structure

Ai Bioimaging For Cells Internship Fee Structures

Duration Academic Mode Technical Mode Research Mode
5 Days Rs 13750 Rs 22000 Rs 33000
10 Days Rs 16500 Rs 24750 Rs 35750
15 Days Rs 18150 Rs 26400 Rs 44000
20 Days Rs 24750 Rs 33000 Rs 55000
30 Days Rs 27500 Rs 38500 Rs 71500
45 Days Rs 33000 Rs 44000 Rs 82500
2 Months Rs 38500 Rs 49500 Rs 99000
3 Months Rs 44000 Rs 82500 Rs 126500
4 Months Rs 66000 Rs 104500 Rs 154000
5 Months Rs 82500 Rs 115500 Rs 181500
6 Months Rs 99000 Rs 132000 Rs 198000
7 Months Rs 104500 Rs 148500 Rs 236500
8 Months Rs 115500 Rs 165000 Rs 264000
9 Months Rs 132000 Rs 192500 Rs 302500
10 Months Rs 159500 Rs 220000 Rs 357500
11 Months Rs 176000 Rs 247500 Rs 412500
1 Year Rs 209000 Rs 275000 Rs 522500
18% additional GST on all fee structures.
Installment options are available for all durations.

NTHRYS Students

Deliverables Academic Mode Technical Mode Research Mode
Certification
Hands-On Practical Exposure
Thesis
PowerPoint Assistance
Protocol Repetitions
Publication Coauthorships 3 Months Duration onwards
References
Recommendations
Experience Letters 6 Months Duration Onwards
Placement Assistance 6 Months Duration Onwards
Placement Guarantee 1 Year Duration
Modes Available: Offline and Online / Virtual

Offline Locations

Hyderabad
Cherlapalli IDA, 500051
Chennai
Parrys Corner, 600001
Bangalore
Jalahalli, Bahubali Nagar
Kochi
Aroma Gardens, Beside Townhall Metro
Visakhapatnam
Address will be updated in few days
Bhubaneswar
Address will be updated in few days
Kolkata
Address will be updated in few days
Patna
Address will be updated in few days
Lucknow
Address will be updated in few days
Chandigarh
Address will be updated in few days
Jaipur
Address will be updated in few days
Ahmedabad
Address will be updated in few days
Indore
Address will be updated in few days
Dallas
825 Watters Creek Blvd, Allen
Contact Us for further queries

Offline Timetable

3 - 5 Hours per day | 4 Days Practicals / week | 1 Day Reporting

Weekly Schedule

  • Tuesday to Friday: Practical Sessions
  • Saturday: Documentation Day
  • Sunday & Monday: Weekend Holidays

Lab Working Hours

9:30 AM to 5:30 PM

Students/Scholars are assigned 3 to 5 hours/day based on their protocols.

Online Mode Workflow

2 to 4 hours per day as per discussed with NTHRYS Management before booking the slot.

All activities (Online / Virtual and Offline) are managed through the NTHRYS Project Dashboard System — a web portal designed exclusively to facilitate, guide, and track your progress throughout each phase.

Phase 1: Topic / Title Finalization

Guided assistance in selecting and refining your research topic or project title within the dashboard interface.

Phase 2: Research Methodology Finalization

Step-by-step guidance in defining objectives, research questions, and methodology using interactive templates and mentor feedback on the dashboard.

Phase 3: Software, Tools, and Statistical Approaches

Installation assistance, tool demonstrations, and access to recommended software provided via the dashboard with mentor instructions and documentation.

Phase 4: Task Execution

Students/scholars execute research tasks on their own systems while mentors monitor and guide progress through the dashboard system.

Phase 5: Results Analysis

Data analysis, results review, and interactive discussions are facilitated through dedicated dashboard modules ensuring research integrity.

Phase 6: Documentation

Proper documentation of results, methodology, and conclusions using dashboard templates, ensuring consistency and completeness.

No Video Calls, No Theory Classes: All learning is task-based, with hands-on execution by students/scholars under the guidance of mentors using the NTHRYS Project Dashboard System.

Click Here to know schedule, offline locations, calendar, modes of operation etc.,
Important Note
Note 1: Candidates may select any one of the focused areas listed for their internship.
Note 2: Fundamental concepts are provided as guidance for candidates who require them; however, candidates may choose to bypass these sections if desired.
Note 3: All candidates will gain practical, hands-on experience with every step outlined in the provided methodology.
Note 4: Comprehensive placement assistance and career guidance will be available to all candidates during and after the internship.
Note 5: We understand that many students may lack basic practical exposure due to shortcomings in their college education. This is not the fault of the students but rather a failure of the institutions and their staff. At NTHRYS, our staff excel at training every student from the ground up, ensuring they gain the necessary skills and experience.


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